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Zitao Liu

Jinan University, Guangdong Institute of Smart Education, China

25 papers at tracked venues · 19 at CORE A* · active 2024–2026

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Venues

AAAI ×6WWW ×5CIKM ×2IJCAI ×2SIGIR ×2SIGKDD ×2ACL ×1CHI ×1ECAI ×1EMNLP ×1ICLR ×1NeurIPS ×1

Frequent coauthors

Youheng Bai
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Lei Chen
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Xueyi Li
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Shuyan Huang
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Xiaoli Zeng
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Zui Chen
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Yejing Wang
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Mingliang Hou
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Xiao Han
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Jiwei Deng
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Teng Guo
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Sheng Zhang
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Papers

  1. A Compress-Expand Framework for Automatic Lesson Plan Generation
    AAAI 2026 ·
    Shuyan Huang
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  2. A Frequency-Aware Mixture of Heterogeneous Experts Framework for Knowledge Tracing
    WWW 2026 ·
    Youheng Bai
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  3. COMA: A Collaborative Multi-Role Agent Framework for Automated Lesson Plan Generation
    WWW 2026 ·
    Xiaoli Zeng
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  4. DiffCL: Difference-Aware Contrastive Learning for Automatic Answer Grading with Multi-Level Semantic Modeling
    ACL 2026 ·
    Lei Chen
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  5. Improving Interpretability of Cognitive Diagnosis Models with LLM-based Semantic Augmentation
    SIGIR 2026 ·
    Youheng Bai
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  6. Learning from Scoring Disagreements: Contrastive Error Mining for Efficient and Robust LLM-based Assessment
    AAAI 2026 ·
    Lei Chen
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  7. Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages
    ICLR 2025 ·
    Zui Chen
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  8. Behavior Modeling Space Reconstruction for E-Commerce Search
    WWW 2025 ·
    Yejing Wang
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  9. Cognitive Fluctuations Enhanced Attention Network for Knowledge Tracing
    AAAI 2025 ·
    Mingliang Hou
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  10. Data Efficient Adaptation in Large Language Models via Continuous Low-Rank Fine-Tuning
    NeurIPS 2025 ·
    Xiao Han
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  11. Denoised Attention and Question-Augmented Representations for Knowledge Tracing
    IJCAI 2025 ·
    Jiwei Deng
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  12. Enhancing Knowledge Tracing through Decoupling Cognitive Pattern from Error-Prone Data
    WWW 2025 ·
    Teng Guo
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  13. GLINT-RU: Gated Lightweight Intelligent Recurrent Units for Sequential Recommender Systems
    SIGKDD 2025 ·
    Sheng Zhang
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  14. Rethinking and Improving Student Learning and Forgetting Processes for Attention based Knowledge Tracing Models
    AAAI 2025 ·
    Youheng Bai
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  15. SIGMA: Selective Gated Mamba for Sequential Recommendation
    AAAI 2025 ·
    Ziwei Liu
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  16. STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation
    SIGIR 2025 ·
    Maolin Wang
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  17. StatsChartMWP: A Dataset for Evaluating Multimodal Mathematical Reasoning Abilities on Math Word Problems with Statistical Charts
    EMNLP 2025 ·
    Dan Zhu
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  18. WasmGuard: Enhancing Web Security through Robust Raw-Binary Detection of WebAssembly Malware
    WWW 2025 ·
    Yuxia Sun
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  19. What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning
    AAAI 2025 ·
    Yiran Ma
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  20. AI for Education (AI4EDU): Advancing Personalized Education with LLM and Adaptive Learning
    SIGKDD 2024 ·
    Qingsong Wen
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  21. Efficient and Robust Regularized Federated Recommendation
    CIKM 2024 ·
    Langming Liu
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  22. Enhancing Length Generalization for Attention Based Knowledge Tracing Models with Linear Biases
    IJCAI 2024 ·
    Xueyi Li
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  23. Extending Context Window of Attention Based Knowledge Tracing Models via Length Extrapolation
    ECAI 2024 ·
    Xueyi Li
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  24. Multi-turn Classroom Dialogue Dataset: Assessing Student Performance from One-on-one Conversations
    CIKM 2024 ·
    Jiahao Chen
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  25. WieldingCanvas: Interactive Sketch Canvases for Freehand Drawing in VR
    CHI 2024 ·
    Xiaohui Tan
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